Deep Learning: Difference between revisions
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= Practice = | = Practice = | ||
[https://www.khanacademy.org/math/linear-algebra Khan Academy Linear Algebra] | [https://www.khanacademy.org/math/linear-algebra Khan Academy Linear Algebra] | ||
[https://gym.openai.com/ OpenAI Gym] | |||
Script to figure out what an space_action is doing | |||
<pre> | |||
action = 0 # modify this! | |||
o = env.reset() | |||
for i in xrange(5): # repeat one action for five times | |||
o = env.step(action)[0] | |||
IPython.display.display( | |||
Image.fromarray( | |||
o[:,140:142] # extract your bat | |||
).resize((300, 300)) # bigger image, easy for visualization | |||
) | |||
</pre> | |||
From [https://ai.stackexchange.com/questions/2449/what-are-different-actions-in-action-space-of-environment-of-pong-v0-game-from here] | |||
Revision as of 17:14, 19 April 2017
Books
An MIT Press book
Ian Goodfellow and Yoshua Bengio and Aaron Courville
Understanding Machine Learning: From Theory to Algorithms
File:Understanding-machine-learning-theory-algorithms.pdf
Presentations
Learn TensorFlow and deep learning, without a Ph.D.
Practice
Script to figure out what an space_action is doing
action = 0 # modify this!
o = env.reset()
for i in xrange(5): # repeat one action for five times
o = env.step(action)[0]
IPython.display.display(
Image.fromarray(
o[:,140:142] # extract your bat
).resize((300, 300)) # bigger image, easy for visualization
)
From here